Multivariate Data Analysis
How it Works
 
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How it Works

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To transform a table of numbers into score and loading plots we use a mathematical technique called projection.

We start with some observations (objects, individuals, molecules, time points, …) and variables (measurements, spectra, facts, …) in a data table.

If we look at just one variable, we can plot the observations on a single scale to visualize them. In this figure we have also reduced the number of observations to one – the yellow dot.